Adverse stem cell clones within a single patient's tumor predict clinical outcome in AML patients

J Hematol Oncol. 2022 Mar 12;15(1):25. doi: 10.1186/s13045-022-01232-4.

Abstract

Acute myeloid leukemia (AML) patients suffer dismal prognosis upon treatment resistance. To study functional heterogeneity of resistance, we generated serially transplantable patient-derived xenograft (PDX) models from one patient with AML and twelve clones thereof, each derived from a single stem cell, as proven by genetic barcoding. Transcriptome and exome sequencing segregated clones according to their origin from relapse one or two. Undetectable for sequencing, multiplex fluorochrome-guided competitive in vivo treatment trials identified a subset of relapse two clones as uniquely resistant to cytarabine treatment. Transcriptional and proteomic profiles obtained from resistant PDX clones and refractory AML patients defined a 16-gene score that was predictive of clinical outcome in a large independent patient cohort. Thus, we identified novel genes related to cytarabine resistance and provide proof of concept that intra-tumor heterogeneity reflects inter-tumor heterogeneity in AML.

Keywords: Genetic barcoding; Heterogeneity; In vivo treatment; Single cell; Therapy resistance; Xenograft mouse model.

Publication types

  • Letter
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Clone Cells
  • Cytarabine / therapeutic use
  • Drug Resistance, Neoplasm / genetics
  • Humans
  • Leukemia, Myeloid, Acute* / drug therapy
  • Leukemia, Myeloid, Acute* / genetics
  • Leukemia, Myeloid, Acute* / pathology
  • Proteomics*
  • Recurrence
  • Stem Cells / pathology

Substances

  • Cytarabine